.consolidated_classes_functions.txt

[Reference: See .index.txt for complete file listing]

CLAUSEREC Classes and Functions Overview
======================================

1. LedgarDataset Class
---------------------
Methods:
- load_data()
- preprocess_clauses()
- create_splits()
- get_clause_embeddings()

2. ContractBERT Class
--------------------
Methods:
- fine_tune()
- encode_clauses()
- compute_similarity()
- save_model()

3. ClauseClassifier Class
------------------------
Methods:
- train()
- predict_clause_type()
- evaluate()
- save_classifier()

4. ClauseGenerator Class
-----------------------
Methods:
- generate_clause()
- condition_on_context()
- beam_search()
- validate_output()

5. CFRecommender Class
---------------------
Methods:
- build_user_matrix()
- train_collaborative_filter()
- get_recommendations()
- update_preferences()

6. DocSimRecommender Class
-------------------------
Methods:
- build_index()
- compute_embeddings()
- find_similar_clauses()
- rank_recommendations()

7. Utility Functions
-------------------
- preprocess_text()
- evaluate_recommendations()
- compute_metrics()
- save_results()